Pandas Profiling Report

Dataset statistics

Number of variables	11
Number of observations	1000000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	3
Duplicate rows (%)	< 0.1%
Total size in memory	91.6 MiB
Average record size in memory	96.0 B

Variable types

Numeric	9
Categorical	2

Alerts

`storm` has constant value ""	Constant
`storm phase` has constant value ""	Constant
Dataset has 3 (< 0.1%) duplicate rows	Duplicates
`400kmDensity` is highly overall correlated with `DAILY_SUNSPOT_NO_` and 4 other fields	High correlation
`DAILY_SUNSPOT_NO_` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`DAILY_F10.7_` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`SOLAR_LYMAN-ALPHA_W/m^2` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`mg_index (core to wing ratio (unitless))` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`irradiance (W/m^2/nm)` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`SYM/H_INDEX_nT` is highly overall correlated with `1-M_AE_nT`	High correlation
`1-M_AE_nT` is highly overall correlated with `SYM/H_INDEX_nT`	High correlation
`SYM/H_INDEX_nT` has 39814 (4.0%) zeros	Zeros
`DAILY_SUNSPOT_NO_` has 318629 (31.9%) zeros	Zeros
`d_diff` has 13887 (1.4%) zeros	Zeros

Reproduction

Analysis started	2023-02-24 21:39:43.252682
Analysis finished	2023-02-24 21:40:31.119200
Duration	47.87 seconds
Software version	ydata-profiling vv4.0.0
Download configuration	config.json

400kmDensity
Real number (ℝ)

Distinct	945211
Distinct (%)	94.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1479127 × 10^-12

Minimum	9.761599 × 10^-17
Maximum	1.456969 × 10^-11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	9.761599 × 10^-17
5-th percentile	1.6635531 × 10^-13
Q1	3.717014 × 10^-13
median	7.0593085 × 10^-13
Q3	1.3696252 × 10^-12
95-th percentile	3.8342571 × 10^-12
Maximum	1.456969 × 10^-11
Range	1.4569592 × 10^-11
Interquartile range (IQR)	9.9792385 × 10^-13

Descriptive statistics

Standard deviation	1.2757371 × 10^-12
Coefficient of variation (CV)	1.1113538
Kurtosis	0
Mean	1.1479127 × 10^-12
Median Absolute Deviation (MAD)	4.0343635 × 10^-13
Skewness	0
Sum	1.1479127 × 10^-6
Variance	1.6275052 × 10^-24
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.281469 × 10^-12	6	< 0.1%
1.083418 × 10^-12	6	< 0.1%
1.267158 × 10^-12	5	< 0.1%
1.276659 × 10^-12	5	< 0.1%
1.167502 × 10^-12	5	< 0.1%
1.069782 × 10^-12	5	< 0.1%
3.772083 × 10^-13	5	< 0.1%
1.022344 × 10^-12	4	< 0.1%
1.201392 × 10^-12	4	< 0.1%
1.521572 × 10^-12	4	< 0.1%
Other values (945201)	999951	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.761599 × 10^-17	1	< 0.1%
1.867288 × 10^-16	1	< 0.1%
6.652488 × 10^-16	1	< 0.1%
7.823372 × 10^-16	1	< 0.1%
8.324271 × 10^-16	1	< 0.1%
9.352196 × 10^-16	1	< 0.1%
9.567154 × 10^-16	2	< 0.1%
1.005823 × 10^-15	1	< 0.1%
1.132964 × 10^-15	1	< 0.1%
1.189884 × 10^-15	1	< 0.1%

Value	Count	Frequency (%)
1.456969 × 10^-11	1	< 0.1%
1.405403 × 10^-11	1	< 0.1%
1.329886 × 10^-11	1	< 0.1%
1.274089 × 10^-11	1	< 0.1%
1.229118 × 10^-11	1	< 0.1%
1.206598 × 10^-11	1	< 0.1%
1.202272 × 10^-11	1	< 0.1%
1.201051 × 10^-11	1	< 0.1%
1.200346 × 10^-11	1	< 0.1%
1.198972 × 10^-11	1	< 0.1%

SYM/H_INDEX_nT
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	187
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.322739

Minimum	-131
Maximum	55
Zeros	39814
Zeros (%)	4.0%
Negative	694321
Negative (%)	69.4%
Memory size	15.3 MiB

Quantile statistics

Minimum	-131
5-th percentile	-22
Q1	-10
median	-4
Q3	1
95-th percentile	9
Maximum	55
Range	186
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	10.393404
Coefficient of variation (CV)	-1.952642
Kurtosis	7.5522205
Mean	-5.322739
Median Absolute Deviation (MAD)	6
Skewness	-1.3151747
Sum	-5322739
Variance	108.02284
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3	52863	5.3%
-2	51418	5.1%
-4	49329	4.9%
-1	48366	4.8%
-5	47524	4.8%
-6	45536	4.6%
-7	44045	4.4%
1	41169	4.1%
-8	40421	4.0%
0	39814	4.0%
Other values (177)	539515	54.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-131	1	< 0.1%
-130	5	< 0.1%
-129	1	< 0.1%
-128	3	< 0.1%
-127	3	< 0.1%
-126	6	< 0.1%
-125	8	< 0.1%
-124	2	< 0.1%
-123	4	< 0.1%
-122	10	< 0.1%

Value	Count	Frequency (%)
55	4	< 0.1%
54	3	< 0.1%
53	7	< 0.1%
52	7	< 0.1%
51	5	< 0.1%
50	5	< 0.1%
49	3	< 0.1%
48	10	< 0.1%
47	6	< 0.1%
46	8	< 0.1%

1-M_AE_nT
Real number (ℝ)

Distinct	1515
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	108.66864

Minimum	1
Maximum	2424
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	1
5-th percentile	11
Q1	29
median	54
Q3	130
95-th percentile	392
Maximum	2424
Range	2423
Interquartile range (IQR)	101

Descriptive statistics

Standard deviation	138.11771
Coefficient of variation (CV)	1.2709988
Kurtosis	13.225513
Mean	108.66864
Median Absolute Deviation (MAD)	33
Skewness	2.9931471
Sum	1.0866864 × 10⁸
Variance	19076.502
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	12209	1.2%
27	12100	1.2%
29	12093	1.2%
31	12017	1.2%
28	11980	1.2%
30	11980	1.2%
33	11895	1.2%
25	11856	1.2%
23	11802	1.2%
32	11784	1.2%
Other values (1505)	880284	88.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	31	< 0.1%
2	271	< 0.1%
3	990	0.1%
4	2196	0.2%
5	3467	0.3%
6	4942	0.5%
7	6159	0.6%
8	7276	0.7%
9	8109	0.8%
10	8651	0.9%

Value	Count	Frequency (%)
2424	1	< 0.1%
2358	1	< 0.1%
2285	1	< 0.1%
2283	1	< 0.1%
2259	1	< 0.1%
2228	1	< 0.1%
2214	1	< 0.1%
2197	1	< 0.1%
2105	1	< 0.1%
2062	1	< 0.1%

DAILY_SUNSPOT_NO_
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	175
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.861747

Minimum	0
Maximum	281
Zeros	318629
Zeros (%)	31.9%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	19
Q3	55
95-th percentile	141
Maximum	281
Range	281
Interquartile range (IQR)	55

Descriptive statistics

Standard deviation	45.470105
Coefficient of variation (CV)	1.2335309
Kurtosis	1.9336643
Mean	36.861747
Median Absolute Deviation (MAD)	19
Skewness	1.5563326
Sum	36861747
Variance	2067.5304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	318629	31.9%
12	31187	3.1%
14	26346	2.6%
15	20303	2.0%
13	19053	1.9%
26	14873	1.5%
18	14779	1.5%
16	13687	1.4%
24	13052	1.3%
17	12277	1.2%
Other values (165)	515814	51.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	318629	31.9%
5	1379	0.1%
6	1819	0.2%
7	6918	0.7%
8	5592	0.6%
9	5766	0.6%
10	10309	1.0%
11	11772	1.2%
12	31187	3.1%
13	19053	1.9%

Value	Count	Frequency (%)
281	81	< 0.1%
270	112	< 0.1%
207	699	0.1%
206	526	0.1%
202	860	0.1%
200	699	0.1%
199	1515	0.2%
195	664	0.1%
194	1380	0.1%
192	1102	0.1%

DAILY_F10.7_
Real number (ℝ)

Distinct	609
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89.3837

Minimum	65.2
Maximum	999.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	65.2
5-th percentile	67.2
Q1	69.9
median	77.3
Q3	98.5
95-th percentile	145.1
Maximum	999.9
Range	934.7
Interquartile range (IQR)	28.6

Descriptive statistics

Standard deviation	36.857164
Coefficient of variation (CV)	0.41234771
Kurtosis	277.48311
Mean	89.3837
Median Absolute Deviation (MAD)	9
Skewness	12.04476
Sum	89383700
Variance	1358.4505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68.4	11761	1.2%
69.8	10052	1.0%
69.5	9801	1.0%
70.2	9782	1.0%
68	9689	1.0%
68.6	9568	1.0%
67.8	9001	0.9%
68.2	8963	0.9%
70.3	8660	0.9%
68.8	8468	0.8%
Other values (599)	904255	90.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.2	681	0.1%
65.5	705	0.1%
65.6	674	0.1%
65.8	1343	0.1%
65.9	707	0.1%
66	2095	0.2%
66.1	1872	0.2%
66.2	2859	0.3%
66.3	2723	0.3%
66.4	1557	0.2%

Value	Count	Frequency (%)
999.9	747	0.1%
254	703	0.1%
246.9	112	< 0.1%
240.6	728	0.1%
232.3	81	< 0.1%
223.5	382	< 0.1%
219	1368	0.1%
215.1	683	0.1%
209.2	696	0.1%
208.6	669	0.1%

SOLAR_LYMAN-ALPHA_W/m^2
Real number (ℝ)

Distinct	997
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0066383124

Minimum	0.00588
Maximum	0.009662
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.00588
5-th percentile	0.00597
Q1	0.006073
median	0.006376
Q3	0.007059
95-th percentile	0.008082
Maximum	0.009662
Range	0.003782
Interquartile range (IQR)	0.000986

Descriptive statistics

Standard deviation	0.00071618437
Coefficient of variation (CV)	0.10788651
Kurtosis	1.6893119
Mean	0.0066383124
Median Absolute Deviation (MAD)	0.000355
Skewness	1.3977093
Sum	6638.3124
Variance	5.1292005 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00602	5795	0.6%
0.006026	4972	0.5%
0.006006	4886	0.5%
0.006005	4875	0.5%
0.005978	4337	0.4%
0.006047	4198	0.4%
0.006027	4122	0.4%
0.005965	3915	0.4%
0.006071	3864	0.4%
0.006035	3733	0.4%
Other values (987)	955303	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00588	700	0.1%
0.005897	668	0.1%
0.005904	704	0.1%
0.005907	1395	0.1%
0.005909	699	0.1%
0.00591	2068	0.2%
0.005913	698	0.1%
0.005921	718	0.1%
0.005922	675	0.1%
0.005923	698	0.1%

Value	Count	Frequency (%)
0.009662	112	< 0.1%
0.009577	81	< 0.1%
0.009555	683	0.1%
0.00954	696	0.1%
0.009511	669	0.1%
0.009451	696	0.1%
0.009429	382	< 0.1%
0.009281	669	0.1%
0.009187	526	0.1%
0.009174	719	0.1%

mg_index (core to wing ratio (unitless))
Real number (ℝ)

Distinct	1384
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.26776007

Minimum	0.26295999
Maximum	0.28428999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.26295999
5-th percentile	0.26366001
Q1	0.26449577
median	0.26596999
Q3	0.27006999
95-th percentile	0.27737001
Maximum	0.28428999
Range	0.02133
Interquartile range (IQR)	0.00557422

Descriptive statistics

Standard deviation	0.0044249747
Coefficient of variation (CV)	0.016525894
Kurtosis	1.150499
Mean	0.26776007
Median Absolute Deviation (MAD)	0.00174174
Skewness	1.3609241
Sum	267760.07
Variance	1.9580401 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.26550001	3505	0.4%
0.26403001	3120	0.3%
0.26532999	2962	0.3%
0.26456001	2795	0.3%
0.26370001	2793	0.3%
0.26697999	2732	0.3%
0.26504001	2435	0.2%
0.27076	2169	0.2%
0.26585001	2154	0.2%
0.26368999	2153	0.2%
Other values (1374)	973182	97.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.26295999	710	0.1%
0.26299	491	< 0.1%
0.26300001	690	0.1%
0.26304999	680	0.1%
0.26306999	734	0.1%
0.26308	705	0.1%
0.26309001	689	0.1%
0.26311001	732	0.1%
0.26313001	698	0.1%
0.26315001	676	0.1%

Value	Count	Frequency (%)
0.28428999	112	< 0.1%
0.2841	81	< 0.1%
0.28386	683	0.1%
0.28376999	696	0.1%
0.28373272	731	0.1%
0.28373	382	< 0.1%
0.28354329	687	0.1%
0.28353	669	0.1%
0.28325183	721	0.1%
0.28286999	696	0.1%

irradiance (W/m^2/nm)
Real number (ℝ)

Distinct	1577
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0053788614

Minimum	0.0048730583
Maximum	0.0072682244
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.0048730583
5-th percentile	0.0049157543
Q1	0.0049798996
median	0.0051998734
Q3	0.0056983922
95-th percentile	0.0063578989
Maximum	0.0072682244
Range	0.0023951661
Interquartile range (IQR)	0.00071849255

Descriptive statistics

Standard deviation	0.00049714811
Coefficient of variation (CV)	0.092426274
Kurtosis	1.5407822
Mean	0.0053788614
Median Absolute Deviation (MAD)	0.00025128201
Skewness	1.3641038
Sum	5378.8614
Variance	2.4715625 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.004914534744	2152	0.2%
0.00495163817	2135	0.2%
0.004962376785	1482	0.1%
0.004942181055	1447	0.1%
0.004945096094	1446	0.1%
0.004921881482	1433	0.1%
0.004945786204	1429	0.1%
0.0049397205	1424	0.1%
0.00491212029	1420	0.1%
0.004950562492	1415	0.1%
Other values (1567)	984217	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.004873058293	692	0.1%
0.004877128173	677	0.1%
0.004877185915	715	0.1%
0.004877588246	686	0.1%
0.004881698173	357	< 0.1%
0.004881755915	698	0.1%
0.004885710776	721	0.1%
0.004885739647	715	0.1%
0.00488602696	359	< 0.1%
0.004886141978	720	0.1%

Value	Count	Frequency (%)
0.007268224377	672	0.1%
0.007259562146	698	0.1%
0.007257604506	193	< 0.1%
0.007247306872	685	0.1%
0.007218547165	685	0.1%
0.007202866022	674	0.1%
0.007178029511	357	< 0.1%
0.007172006648	329	< 0.1%
0.007171689067	721	0.1%
0.007170669734	53	< 0.1%

storm
Categorical

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

-1	1000000

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2000000
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Common Values

Value	Count	Frequency (%)
-1	1000000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring characters

Value	Count	Frequency (%)
-	1000000	50.0%
1	1000000	50.0%

Most occurring categories

Value	Count	Frequency (%)
Dash Punctuation	1000000	50.0%
Decimal Number	1000000	50.0%

Most frequent character per category

Dash Punctuation

Value	Count	Frequency (%)
-	1000000	100.0%

Decimal Number

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2000000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1000000	50.0%
1	1000000	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2000000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1000000	50.0%
1	1000000	50.0%

storm phase
Categorical

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

-1	1000000

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2000000
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Common Values

Value	Count	Frequency (%)
-1	1000000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring characters

Value	Count	Frequency (%)
-	1000000	50.0%
1	1000000	50.0%

Most occurring categories

Value	Count	Frequency (%)
Dash Punctuation	1000000	50.0%
Decimal Number	1000000	50.0%

Most frequent character per category

Dash Punctuation

Value	Count	Frequency (%)
-	1000000	100.0%

Decimal Number

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2000000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1000000	50.0%
1	1000000	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2000000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1000000	50.0%
1	1000000	50.0%

d_diff
Real number (ℝ)

Distinct	848092
Distinct (%)	84.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.8234143 × 10^-16

Minimum	-4.400012 × 10^-12
Maximum	4.527286 × 10^-12
Zeros	13887
Zeros (%)	1.4%
Negative	481450
Negative (%)	48.1%
Memory size	15.3 MiB

Quantile statistics

Minimum	-4.400012 × 10^-12
5-th percentile	-1.2277705 × 10^-13
Q1	-2.951505 × 10^-14
median	4.545 × 10^-16
Q3	3.084635 × 10^-14
95-th percentile	1.1756705 × 10^-13
Maximum	4.527286 × 10^-12
Range	8.927298 × 10^-12
Interquartile range (IQR)	6.03614 × 10^-14

Descriptive statistics

Standard deviation	1.0273436 × 10^-13
Coefficient of variation (CV)	-563.41752
Kurtosis	0
Mean	-1.8234143 × 10^-16
Median Absolute Deviation (MAD)	3.0191855 × 10^-14
Skewness	0
Sum	-1.8234143 × 10^-10
Variance	1.0554348 × 10^-26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13887	1.4%
-6.006 × 10^-15	9	< 0.1%
5.2847 × 10^-14	9	< 0.1%
-1.0246 × 10^-14	9	< 0.1%
-1.102 × 10^-15	9	< 0.1%
-5.95 × 10^-15	8	< 0.1%
4.063 × 10^-15	8	< 0.1%
-1.5404 × 10^-14	8	< 0.1%
7.928 × 10^-15	8	< 0.1%
-5.498 × 10^-15	8	< 0.1%
Other values (848082)	986037	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.400012 × 10^-12	1	< 0.1%
-4.1894118 × 10^-12	1	< 0.1%
-3.971038 × 10^-12	1	< 0.1%
-3.565951 × 10^-12	1	< 0.1%
-3.560486 × 10^-12	1	< 0.1%
-3.540558 × 10^-12	1	< 0.1%
-3.462188 × 10^-12	1	< 0.1%
-3.225641 × 10^-12	1	< 0.1%
-3.120329 × 10^-12	1	< 0.1%
-3.105367 × 10^-12	1	< 0.1%

Value	Count	Frequency (%)
4.527286 × 10^-12	1	< 0.1%
4.334026 × 10^-12	1	< 0.1%
3.873266 × 10^-12	1	< 0.1%
3.834684 × 10^-12	1	< 0.1%
3.485882 × 10^-12	1	< 0.1%
3.28273 × 10^-12	1	< 0.1%
3.035233 × 10^-12	1	< 0.1%
3.019337 × 10^-12	1	< 0.1%
2.958724 × 10^-12	1	< 0.1%
2.937913 × 10^-12	1	< 0.1%

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	d_diff
400kmDensity	1.000	-0.179	0.310	0.736	0.787	0.817	0.777	0.823	0.048
SYM/H_INDEX_nT	-0.179	1.000	-0.386	-0.062	-0.082	-0.098	-0.068	-0.099	-0.003
1-M_AE_nT	0.310	-0.386	1.000	0.265	0.283	0.305	0.242	0.309	0.005
DAILY_SUNSPOT_NO_	0.736	-0.062	0.265	1.000	0.918	0.887	0.864	0.877	0.007
DAILY_F10.7_	0.787	-0.082	0.283	0.918	1.000	0.949	0.927	0.946	0.008
SOLAR_LYMAN-ALPHA_W/m^2	0.817	-0.098	0.305	0.887	0.949	1.000	0.926	0.991	0.008
mg_index (core to wing ratio (unitless))	0.777	-0.068	0.242	0.864	0.927	0.926	1.000	0.920	0.005
irradiance (W/m^2/nm)	0.823	-0.099	0.309	0.877	0.946	0.991	0.920	1.000	0.008
d_diff	0.048	-0.003	0.005	0.007	0.008	0.008	0.005	0.008	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.238	0.266	0.765	0.594	0.847	0.817	0.849	NaN	NaN	0.038
SYM/H_INDEX_nT	-0.238	1.000	-0.486	-0.099	-0.125	-0.179	-0.137	-0.173	NaN	NaN	0.001
1-M_AE_nT	0.266	-0.486	1.000	0.193	0.151	0.251	0.194	0.254	NaN	NaN	0.002
DAILY_SUNSPOT_NO_	0.765	-0.099	0.193	1.000	0.673	0.911	0.897	0.896	NaN	NaN	-0.002
DAILY_F10.7_	0.594	-0.125	0.151	0.673	1.000	0.683	0.671	0.674	NaN	NaN	-0.001
SOLAR_LYMAN-ALPHA_W/m^2	0.847	-0.179	0.251	0.911	0.683	1.000	0.961	0.994	NaN	NaN	-0.002
mg_index (core to wing ratio (unitless))	0.817	-0.137	0.194	0.897	0.671	0.961	1.000	0.954	NaN	NaN	-0.002
irradiance (W/m^2/nm)	0.849	-0.173	0.254	0.896	0.674	0.994	0.954	1.000	NaN	NaN	-0.002
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
storm phase	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
d_diff	0.038	0.001	0.002	-0.002	-0.001	-0.002	-0.002	-0.002	NaN	NaN	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.179	0.310	0.736	0.787	0.817	0.777	0.823	NaN	NaN	0.048
SYM/H_INDEX_nT	-0.179	1.000	-0.386	-0.062	-0.082	-0.098	-0.068	-0.099	NaN	NaN	-0.003
1-M_AE_nT	0.310	-0.386	1.000	0.265	0.283	0.305	0.242	0.309	NaN	NaN	0.005
DAILY_SUNSPOT_NO_	0.736	-0.062	0.265	1.000	0.918	0.887	0.864	0.877	NaN	NaN	0.007
DAILY_F10.7_	0.787	-0.082	0.283	0.918	1.000	0.949	0.927	0.946	NaN	NaN	0.008
SOLAR_LYMAN-ALPHA_W/m^2	0.817	-0.098	0.305	0.887	0.949	1.000	0.926	0.991	NaN	NaN	0.008
mg_index (core to wing ratio (unitless))	0.777	-0.068	0.242	0.864	0.927	0.926	1.000	0.920	NaN	NaN	0.005
irradiance (W/m^2/nm)	0.823	-0.099	0.309	0.877	0.946	0.991	0.920	1.000	NaN	NaN	0.008
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
storm phase	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
d_diff	0.048	-0.003	0.005	0.007	0.008	0.008	0.005	0.008	NaN	NaN	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.124	0.209	0.552	0.584	0.616	0.574	0.622	NaN	NaN	0.035
SYM/H_INDEX_nT	-0.124	1.000	-0.267	-0.044	-0.056	-0.067	-0.046	-0.068	NaN	NaN	-0.002
1-M_AE_nT	0.209	-0.267	1.000	0.185	0.192	0.207	0.162	0.209	NaN	NaN	0.004
DAILY_SUNSPOT_NO_	0.552	-0.044	0.185	1.000	0.773	0.722	0.694	0.706	NaN	NaN	0.005
DAILY_F10.7_	0.584	-0.056	0.192	0.773	1.000	0.805	0.767	0.796	NaN	NaN	0.005
SOLAR_LYMAN-ALPHA_W/m^2	0.616	-0.067	0.207	0.722	0.805	1.000	0.768	0.923	NaN	NaN	0.006
mg_index (core to wing ratio (unitless))	0.574	-0.046	0.162	0.694	0.767	0.768	1.000	0.757	NaN	NaN	0.003
irradiance (W/m^2/nm)	0.622	-0.068	0.209	0.706	0.796	0.923	0.757	1.000	NaN	NaN	0.006
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000	NaN	NaN
storm phase	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000	NaN
d_diff	0.035	-0.002	0.004	0.005	0.005	0.006	0.003	0.006	NaN	NaN	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	d_diff
400kmDensity	1.000	0.378	0.380	0.578	0.562	0.794	0.767	0.789	0.361
SYM/H_INDEX_nT	0.378	1.000	0.502	0.201	0.258	0.396	0.302	0.367	0.147
1-M_AE_nT	0.380	0.502	1.000	0.152	0.112	0.252	0.204	0.248	0.127
DAILY_SUNSPOT_NO_	0.578	0.201	0.152	1.000	0.650	0.747	0.724	0.723	0.174
DAILY_F10.7_	0.562	0.258	0.112	0.650	1.000	0.666	0.627	0.636	0.136
SOLAR_LYMAN-ALPHA_W/m^2	0.794	0.396	0.252	0.747	0.666	1.000	0.936	0.973	0.272
mg_index (core to wing ratio (unitless))	0.767	0.302	0.204	0.724	0.627	0.936	1.000	0.921	0.255
irradiance (W/m^2/nm)	0.789	0.367	0.248	0.723	0.636	0.973	0.921	1.000	0.273
d_diff	0.361	0.147	0.127	0.174	0.136	0.272	0.255	0.273	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
1230967	8.459346e-13	-1.0	85.0	12.0	92.7	0.006943	0.270906	0.005652	-1	-1	1.411840e-14
2491939	1.031814e-13	-3.0	49.0	0.0	70.6	0.006008	0.264671	0.004940	-1	-1	-1.075160e-14
1060864	2.291023e-13	2.0	216.0	15.0	75.2	0.006395	0.264630	0.005240	-1	-1	-3.347330e-14
3183947	4.540360e-13	5.0	28.0	0.0	67.3	0.006079	0.263730	0.004988	-1	-1	8.248980e-14
4570844	1.540450e-12	8.0	33.0	66.0	86.6	0.006762	0.267190	0.005468	-1	-1	-4.061410e-13
2840430	3.282664e-13	-3.0	54.0	0.0	69.0	0.006119	0.263650	0.005010	-1	-1	6.750780e-14
148482	2.622863e-13	2.0	26.0	0.0	69.8	0.005995	0.264536	0.004934	-1	-1	8.581900e-15
2707442	3.876435e-13	-2.0	25.0	10.0	75.5	0.006157	0.265744	0.005028	-1	-1	9.817300e-15
3851438	1.031428e-12	-14.0	19.0	0.0	74.5	0.006419	0.265050	0.005227	-1	-1	5.595430e-14
334262	9.704644e-13	-7.0	30.0	7.0	69.5	0.005940	0.264330	0.004904	-1	-1	-1.381700e-14

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
4430054	5.620432e-13	3.0	154.0	40.0	82.5	0.006545	0.266540	0.005332	-1	-1	1.286660e-14
1247628	1.603944e-12	-5.0	14.0	77.0	106.0	0.007308	0.273894	0.005848	-1	-1	6.466400e-14
4570961	1.015021e-12	5.0	79.0	66.0	86.6	0.006762	0.267190	0.005468	-1	-1	-7.140400e-14
1817932	2.460156e-13	-1.0	210.0	0.0	67.1	0.005938	0.263441	0.004887	-1	-1	3.700390e-14
2458010	4.233585e-13	0.0	32.0	0.0	74.4	0.006416	0.265390	0.005245	-1	-1	-1.024640e-14
623094	5.680872e-13	11.0	10.0	12.0	69.3	0.005999	0.264830	0.004948	-1	-1	1.357139e-13
951915	4.070535e-13	-9.0	112.0	0.0	68.1	0.005910	0.263446	0.004886	-1	-1	-1.448035e-13
144823	2.498747e-13	-4.0	30.0	0.0	69.8	0.005984	0.264415	0.004943	-1	-1	1.838528e-13
3188630	3.822389e-13	-3.0	21.0	0.0	66.7	0.006054	0.263980	0.004962	-1	-1	2.538260e-14
2132069	6.166821e-13	-7.0	50.0	12.0	73.9	0.006244	0.264180	0.005118	-1	-1	4.920610e-14

Most frequently occurring

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	# duplicates
0	1.294546e-13	-1.0	34.0	0.0	71.2	0.006134	0.264908	0.005012	-1	-1	2
1	3.303634e-13	0.0	86.0	0.0	68.2	0.005931	0.263757	0.004896	-1	-1	2
2	4.415150e-13	0.0	34.0	17.0	70.2	0.005999	0.264810	0.004944	-1	-1	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Dash Punctuation

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Dash Punctuation

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring